Multi-View 3D Parametric Modeling for Cervical Ultrasound Imaging – A Validation Study

The assessment of cervical spine disease mostly relies on radiography which can cause hazard ionizing radiation to patients. Three-dimensional (3D) ultrasound (US) imaging has emerged as a promising technique for scoliosis diagnosis due to its low-cost, non-radiation and flexible operation. However, research on ultrasound cervical imaging remains limited. The objectives of this paper are to develop a novel Multi-View 3D ultrasound parametric modeling imaging method for cervical spine and to perform a phantom study for evaluating the precision and accuracy. US volumes from posterior, left posterolated and right posterolated views, are registered to the same coordinate system, then fused into a full-view volume. The posture information of each vertebra was derived from the full-view volume and applied to a template model to generate a 3D model of the target cervical spine phantom. The generated cervical spine model exhibited high accuracy and precision and showed a good visualization result, which demonstrated the poential of 3D US imaging for cervical spine disease diagnostics..

Authors

Institutions

Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1109/uffc-js60046.2024.10793614
Primary Topic
Medical Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-View 3D Parametric Modeling for Cervical Ultrasound Imaging – A Validation Study

Songhan Ge, Yuchong Gao, Jianhao Zhao, Wei Zhang et al.
Medical Imaging and Analysis
article

Multi-View 3D Parametric Modeling for Cervical Ultrasound Imaging – A Validation Study

Songhan Ge, Yuchong Gao, Jianhao Zhao, Wei Zhang, Rui Zheng, Haoyuan Tian
article en

Abstract

The assessment of cervical spine disease mostly relies on radiography which can cause hazard ionizing radiation to patients. Three-dimensional (3D) ultrasound (US) imaging has emerged as a promising technique for scoliosis diagnosis due to its low-cost, non-radiation and flexible operation. However, research on ultrasound cervical imaging remains limited. The objectives of this paper are to develop a novel Multi-View 3D ultrasound parametric modeling imaging method for cervical spine and to perform a phantom study for evaluating the precision and accuracy. US volumes from posterior, left posterolated and right posterolated views, are registered to the same coordinate system, then fused into a full-view volume. The posture information of each vertebra was derived from the full-view volume and applied to a template model to generate a 3D model of the target cervical spine phantom. The generated cervical spine model exhibited high accuracy and precision and showed a good visualization result, which demonstrated the poential of 3D US imaging for cervical spine disease diagnostics..

ShanghaiTech University (CN)
Openalex Percentile: Top 78%
Medical Imaging and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.